Related Experiment Video
Updated: Jan 21, 2026
06:28
A Networked Desktop Virtual Reality Setup for Decision Science and Navigation Experiments with Multiple Participants
Published on: August 26, 2018
6.3K
Applied Network Science for Relational Chronic Disease Surveillance.
Eun Kyong Shin1, Arash Shaban-Nejad1
1The University of Tennessee Health Science Center - Oak-Ridge National Laboratory (UTHSC-ORNL), Center for Biomedical Informatics, Department of Pediatrics, Memphis, TN 38103 USA.
Studies in Health Technology and Informatics
|July 27, 2019
Summary
Chronic diseases are a major health issue, and managing multiple conditions is increasingly common. This study proposes network science for multimorbidity network surveillance to better understand complex chronic disease interactions.
Area of Science:
- Public Health
- Network Science
- Epidemiology
Background:
- Chronic diseases are the primary cause of death and disability in the US.
- The prevalence of multimorbidity (two or more chronic conditions) is rising.
- Current surveillance methods focus on single conditions, failing to capture complex interactions.
Purpose of the Study:
- To introduce network science as a novel approach for multimorbidity surveillance.
- To highlight the importance of a relational perspective in understanding chronic disease complexity.
- To explore the integration of network science into public health surveillance practices.
Main Methods:
- Application of network science principles to chronic disease data.
- Development of multimorbidity network surveillance (MNS) framework.
- Analysis of relational data to map disease co-occurrences and interactions.
Main Results:
- Network science offers a robust framework for visualizing and analyzing complex multimorbidity patterns.
- Multimorbidity Network Surveillance (MNS) can reveal previously unrecognized disease relationships.
- The relational perspective is critical for comprehensive chronic disease monitoring.
Conclusions:
- Network science provides innovative tools for understanding and managing multimorbidity.
- Implementing MNS can enhance public health surveillance and intervention strategies.
- A shift towards relational surveillance is essential for addressing the growing challenge of chronic diseases.
Related Concept Videos
01:26Principles of Disease Surveillance
479
Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...
479
01:22Chronic Obstructive Pulmonary Disease
2.3K
COPD is defined as a heterogeneous lung condition marked by persistent respiratory symptoms such as dyspnea, cough, and sputum production, caused by abnormalities in the airways that cause airflow obstruction.
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
Smoking is a primary risk factor for COPD, with over 80% of patients having a history of it. Patients typically experience progressive dyspnea or labored breathing, frequent coughing, and recurrent pulmonary infections. Many eventually succumb to respiratory failure, characterized by...
2.3K
01:25Chronic Kidney Disease I: Introduction
596
Chronic Kidney Disease (CKD) arises when the kidneys progressively lose their ability to function, ultimately leading to end-stage renal disease. At this advanced stage, the kidneys can no longer filter waste or maintain essential body functions, requiring renal replacement therapy (RRT) through dialysis or a kidney transplant for survival.Early-stage chronic kidney disease and detection challengesIn CKD's early stages, symptoms often remain absent because healthy nephrons compensate for...
596
01:20Chronic Obstructive Pulmonary Disease-I: Introduction
3.6K
Chronic Obstructive Pulmonary Disease (COPD) is a long-lasting respiratory condition requiring continuous attention and care. It is a progressive lung disease that leads to breathing challenges due to airflow obstruction. It manifests as persistent respiratory symptoms and restricted airflow resulting from abnormalities in the airways and alveoli, usually due to long-term exposure to harmful particles or gases. COPD mainly consists of two primary conditions: emphysema and chronic bronchitis.
3.6K
01:29Chronic Obstructive Pulmonary Disease-V: Management
3.1K
Managing Chronic Obstructive Pulmonary Disease (COPD) involves a multifaceted approach to reduce symptoms, prevent exacerbations, improve overall health status, and slow disease progression. Key strategies include lifestyle modifications, pharmacotherapy, supportive therapies, and, in some cases, surgery. Here is an overview of the primary COPD management strategies:
Smoking Cessation
Smoking Cessation
3.1K
01:24Chronic Kidney Disease II: Clinical Manifestations
574
Chronic Kidney Disease (CKD) progressively impairs multiple body systems due to the accumulation of uremic toxins, which disrupt cellular functions across various organs.Neurologic symptomsNeurologic symptoms often arise early in CKD, as uremic toxin buildup drives changes in cognitive and motor functions. Patients frequently experience fatigue, headache, confusion, difficulty concentrating, and, in severe cases, seizures. Peripheral neuropathy commonly manifests as burning sensations in the...
574